Split (1)

train · 2.54M rows

symbol string	datetime string	short_volume int64	total_volume int64	short_volume_ratio_exchange float64	retail_short_ratio float64	institutional_short_ratio float64	market_maker_short_ratio float64
ABR	2012-01-20	25,749	77,133	0.290788	0.451907	0.548093	0
ABR	2012-01-27	13,675	61,873	0.267266	0.350934	0.636922	0.012143
ABR	2012-02-03	40,150	124,473	0.352431	0.476477	0.523523	0
ABR	2012-02-10	80,309	209,133	0.358339	0.278221	0.635075	0.086704
ABR	2012-02-17	27,509	70,379	0.38534	0.39671	0.597208	0.006082
ABR	2012-02-24	21,453	113,134	0.102951	0.161721	0.838279	0
ABR	2012-03-02	77,913	239,479	0.34957	0.201045	0.793078	0.005877
ABR	2012-03-09	46,044	144,438	0.419049	0.377616	0.601861	0.020524
ABR	2012-03-16	77,477	160,089	0.619366	0.232067	0.748815	0.019118
ABR	2012-03-23	32,063	137,673	0.396243	0.356517	0.577651	0.065832
ABR	2012-03-30	50,524	115,408	0.472677	0.272025	0.725214	0.002761
ABR	2012-04-06	10,730	68,721	0.196705	0.262365	0.705947	0.031688
ABR	2012-04-13	21,220	79,247	0.331455	0.227382	0.744901	0.027717
ABR	2012-04-20	23,306	59,251	0.41502	0.216592	0.762349	0.021059
ABR	2012-04-27	27,687	55,323	0.549542	0.376867	0.600341	0.022792
ABR	2012-05-04	74,618	168,951	0.591119	0.449269	0.466502	0.084229
ABR	2012-05-11	73,612	188,221	0.549513	0.465426	0.524739	0.009835
ABR	2012-05-18	74,541	149,736	0.48079	0.375529	0.531758	0.092713
ABR	2012-05-25	28,200	121,927	0.291329	0.178103	0.764828	0.057069
ABR	2012-06-01	64,246	122,853	0.569202	0.120675	0.838234	0.041091
ABR	2012-06-08	279,166	1,420,513	0.464075	0.34536	0.602009	0.052631
ABR	2012-06-15	86,849	668,742	0.179866	0.185938	0.795945	0.018117
ABR	2012-06-22	93,700	338,072	0.291182	0.226432	0.755688	0.01788
ABR	2012-06-29	59,137	243,579	0.353228	0.327217	0.660432	0.012351
ABR	2012-07-06	36,235	83,293	0.43023	0.275648	0.660152	0.0642
ABR	2012-07-13	27,495	106,385	0.474295	0.163296	0.743911	0.092793
ABR	2012-07-20	29,482	97,895	0.370312	0.345178	0.637512	0.01731
ABR	2012-07-27	35,004	141,444	0.382658	0.217282	0.715783	0.066935
ABR	2012-08-03	57,624	160,180	0.384866	0.147463	0.840607	0.011931
ABR	2012-08-10	37,916	140,882	0.321487	0.242816	0.740913	0.016271
ABR	2012-08-17	47,609	137,918	0.359205	0.249044	0.748089	0.002867
ABR	2012-08-24	42,610	126,035	0.339618	0.215759	0.770346	0.013895
ABR	2012-08-31	19,003	96,576	0.324068	0.214809	0.781817	0.003374
ABR	2012-09-07	48,649	83,015	0.681218	0.318036	0.66357	0.018394
ABR	2012-09-14	284,894	439,289	0.52842	0.146833	0.793567	0.0596
ABR	2012-09-21	79,786	198,538	0.39055	0.28936	0.684555	0.026085
ABR	2012-09-28	100,190	205,316	0.426093	0.226163	0.696012	0.077825
ABR	2012-10-05	453,051	2,266,223	0.380781	0.349656	0.641415	0.008929
ABR	2012-10-12	307,936	970,560	0.338518	0.204062	0.647454	0.148485
ABR	2012-10-19	143,539	436,995	0.468441	0.332164	0.644073	0.023763
ABR	2012-10-26	78,742	281,365	0.259725	0.133204	0.858013	0.008782
ABR	2012-11-02	58,663	154,640	0.228782	0.148393	0.850019	0.001588
ABR	2012-11-09	65,734	279,813	0.221513	0.256911	0.701339	0.04175
ABR	2012-11-16	176,028	561,959	0.353364	0.422984	0.544398	0.032617
ABR	2012-11-23	48,314	167,058	0.336426	0.260314	0.711617	0.028069
ABR	2012-11-30	62,616	214,543	0.358967	0.288688	0.702895	0.008417
ABR	2012-12-07	24,690	117,102	0.195507	0.217029	0.766445	0.016525
ABR	2012-12-14	175,174	611,804	0.325885	0.458346	0.516153	0.025501
ABR	2012-12-21	195,273	541,801	0.313395	0.280229	0.622249	0.097522
ABR	2012-12-28	26,720	92,581	0.296012	0.254056	0.742518	0.003426
ABR	2013-01-04	149,371	519,613	0.332674	0.356522	0.550247	0.093231
ABR	2013-01-11	163,551	603,582	0.28132	0.299864	0.588675	0.111461
ABR	2013-01-18	188,759	634,931	0.294261	0.450829	0.517268	0.031904
ABR	2013-01-25	109,502	315,401	0.43601	0.521425	0.405472	0.073103
ABR	2013-02-01	125,710	279,481	0.465735	0.468508	0.42195	0.109543
ABR	2013-02-08	67,181	256,669	0.356993	0.441685	0.411968	0.146347
ABR	2013-02-15	144,566	500,424	0.440418	0.399222	0.52168	0.079098
ABR	2013-02-22	147,724	394,003	0.430267	0.390934	0.548961	0.060105
ABR	2013-03-01	152,017	475,079	0.363057	0.455779	0.502686	0.041536
ABR	2013-03-08	227,641	567,869	0.427366	0.473833	0.46651	0.059657
ABR	2013-03-15	275,777	872,817	0.367848	0.379679	0.564016	0.056306
ABR	2013-03-22	731,075	3,314,930	0.334454	0.400616	0.521402	0.077982
ABR	2013-03-29	367,887	1,290,744	0.353191	0.176944	0.784993	0.038063
ABR	2013-04-05	413,136	1,380,252	0.342952	0.429893	0.51255	0.057556
ABR	2013-04-12	203,592	519,651	0.45196	0.616211	0.335406	0.048383
ABR	2013-04-19	404,898	1,125,246	0.384427	0.605855	0.374506	0.01964
ABR	2013-04-26	167,609	669,523	0.301995	0.51366	0.35609	0.13025
ABR	2013-05-03	210,534	799,913	0.275825	0.647198	0.320999	0.031803
ABR	2013-05-10	212,806	758,643	0.238728	0.610733	0.365903	0.023364
ABR	2013-05-17	216,185	918,965	0.272565	0.588108	0.374696	0.037196
ABR	2013-05-24	302,152	824,533	0.412361	0.560661	0.412579	0.02676
ABR	2013-05-31	235,888	810,495	0.34904	0.535234	0.443049	0.021717
ABR	2013-06-07	288,577	996,975	0.30563	0.624991	0.342596	0.032412
ABR	2013-06-14	210,435	624,819	0.355313	0.50534	0.472449	0.02221
ABR	2013-06-21	347,260	1,134,318	0.270927	0.601	0.384762	0.014238
ABR	2013-06-28	320,677	1,076,181	0.272945	0.576773	0.34097	0.082256
ABR	2013-07-05	112,858	294,099	0.365102	0.588507	0.396843	0.014651
ABR	2013-07-12	131,783	366,435	0.410932	0.615454	0.364426	0.02012
ABR	2013-07-19	764,176	1,724,317	0.366825	0.637825	0.359401	0.002775
ABR	2013-07-26	385,493	815,403	0.436051	0.736033	0.255613	0.008355
ABR	2013-08-02	359,195	819,553	0.466698	0.709428	0.275238	0.015334
ABR	2013-08-09	200,892	464,463	0.474561	0.621837	0.360286	0.017876
ABR	2013-08-16	171,831	397,518	0.490487	0.622345	0.361932	0.015723
ABR	2013-08-23	138,715	485,816	0.387721	0.526424	0.377589	0.095987
ABR	2013-08-30	71,050	253,283	0.324785	0.648097	0.315159	0.036744
ABR	2013-09-06	57,463	271,225	0.311167	0.424243	0.554113	0.021644
ABR	2013-09-13	170,178	280,332	0.480445	0.548975	0.442796	0.008229
ABR	2013-09-20	132,291	381,899	0.499775	0.709004	0.269112	0.021884
ABR	2013-09-27	1,024,563	4,947,682	0.300629	0.677933	0.316439	0.005627
ABR	2013-10-04	321,159	1,462,504	0.385217	0.58631	0.405798	0.007891
ABR	2013-10-11	344,930	1,054,163	0.37245	0.606859	0.382527	0.010614
ABR	2013-10-18	430,644	1,225,659	0.427111	0.679806	0.308894	0.011299
ABR	2013-10-25	296,910	587,549	0.526315	0.708354	0.275854	0.015792
ABR	2013-11-01	424,657	1,027,302	0.389042	0.699001	0.289266	0.011732
ABR	2013-11-08	307,681	736,190	0.409355	0.611617	0.369414	0.01897
ABR	2013-11-15	294,181	554,521	0.509161	0.675241	0.301813	0.022946
ABR	2013-11-22	162,863	379,516	0.552466	0.595388	0.365636	0.038976
ABR	2013-11-29	63,085	227,349	0.33132	0.560694	0.431669	0.007637
ABR	2013-12-06	119,018	364,303	0.382883	0.594336	0.353936	0.051728
ABR	2013-12-13	149,980	517,870	0.281337	0.657816	0.325742	0.016442

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